Joint transceiver optimization for IRS-aided MIMO communications

X Zhao, K Xu, S Ma, S Gong, G Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is an emerging cost-efficient technology to enhance
communication performance by implementing a large number of passive reflecting elements …

A Stackelberg game approach to resource allocation for IRS-aided communications

Y Gao, C Yong, Z Xiong, D Niyato… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
It is known that the capacity of the intelligent reflecting surface (IRS) aided cellular network
can be effectively improved by reflecting the incident signals from the transmitter in a low …

Active RIS-aided EH-NOMA networks: a deep reinforcement learning approach

Z Shi, H Lu, X Xie, H Yang, C Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An active reconfigurable intelligent surface (RIS)-aided multi-user downlink communication
system is investigated, where non-orthogonal multiple access (NOMA) is employed to …

Intelligent reflecting surface assisted multi-cell multi-band wireless networks

W Cai, R Liu, Y Liu, M Li, Q Liu - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is deemed as a promising and revolutionizing technology
for future wireless communication systems owing to its capability to intelligently change the …

Unsupervised learning-based joint active and passive beamforming design for reconfigurable intelligent surfaces aided wireless networks

H Song, M Zhang, J Gao… - ieee communications …, 2020 - ieeexplore.ieee.org
This letter consider a reconfigurable intelligent surface (RIS) aided multi-user multiple-input
single-output (MISO) downlink system, where transmit beamforming and phase shifts of RIS …

Intelligent Reflecting Surfaces (IRS)‐Aided Cellular Networks and Deep Learning‐Based Design

T Shafique, A Feriani, H Tabassum… - … Surfaces (IRS) for …, 2022 - Wiley Online Library
This chapter develops an iterative optimization framework to maximize the data rate of a
given user by jointly optimizing the mode selection (ie direct mode where user is served by …

[HTML][HTML] A deep reinforcement learning for energy efficient resource allocation Intelligent Reflecting Surface (IRS) driven Non-Orthogonal Multiple Access …

S Amin, JA Sheikh, BA Malik - Physical Communication, 2023 - Elsevier
This paper proposes a deep reinforcement learning centralized intelligent reflective surface
(IRS) assisted non-orthogonal multiple access beamforming (NOMA-BF) system to improve …

Intelligent reflecting surface for spectral efficiency maximization in the multi-user MISO communication systems

JS Jung, CY Park, JH Oh, HK Song - IEEE Access, 2021 - ieeexplore.ieee.org
This paper proposes an intelligent reflective surface (IRS) design scheme to improve the
spectral efficiency (SE) for downlink multi-user (MU) multiple-input-single-output (MISO) …

Achievable rate maximization for underlay spectrum sharing MIMO system with intelligent reflecting surface

V Kumar, MF Flanagan, R Zhang… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
In this letter, the achievable rate maximization problem is considered for intelligent reflecting
surface (IRS) assisted multiple-input multiple-output (MIMO) systems in an underlay …

Resource allocation for active IRS-assisted multiuser communication systems

D Xu, X Yu, DWK Ng, R Schober - 2021 55th Asilomar …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surfaces (IRSs) are emerging as promising enablers for the next
generation of wireless communication systems, because of their ability to customize …